{"id":"W2981807175","doi":"10.3389/fendo.2019.00731","title":"The Clinicopathological Spectrum of Parathyroid Carcinoma","year":2019,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University Health Network; Jewish General Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Parathyroid carcinoma; Primary hyperparathyroidism; Carcinoma; Surgery; Disease; Thyroid carcinoma; Radiation therapy; Retrospective cohort study; Thyroid; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008836244,0.0001296191,0.0004280534,0.0001007727,0.00003560127,0.000003791451,0.0001462141,0.00008623482,0.0000299276],"category_scores_gemma":[0.00005632217,0.0000830895,0.000108444,0.0001454657,0.0002152988,0.0000249225,0.00005663575,0.0002226981,0.0001166167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005510348,"about_ca_system_score_gemma":0.00006018109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002951727,"about_ca_topic_score_gemma":0.00001322323,"domain_scores_codex":[0.9987849,0.00007992063,0.0003260177,0.0002645888,0.0001108423,0.0004337203],"domain_scores_gemma":[0.9993616,0.00007564162,0.00009087596,0.0004034171,0.0000193904,0.00004903591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004474338,0.0002174471,0.9870015,0.00000388043,0.00002975262,0.0002047633,0.00005456603,0.000003585723,0.0004023511,0.001991831,0.00819406,0.001448847],"study_design_scores_gemma":[0.004232022,0.001026143,0.9753616,0.000003217968,0.00003193446,0.0001534507,0.0004570286,0.0001071478,0.001106926,0.002526097,0.01490858,0.00008589253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966943,0.01674159,0.00007808521,0.0008478413,0.0007050905,0.0003893703,0.000004028368,0.00001879826,0.01427226],"genre_scores_gemma":[0.9965917,0.0009308734,0.0006530601,0.0001367559,0.00002604687,0.0000255183,0.000007491771,0.00001036433,0.001618227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02964872,"threshold_uncertainty_score":0.3388292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051792617865317,"score_gpt":0.2681035762305674,"score_spread":0.2575856500519142,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}